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The Human Processing Unit (HPU) as a New Approximate Computing Substrate
Yuhao Zhu
March 24, 2016
Education
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The Human Processing Unit (HPU) as a New Approximate Computing Substrate
WAX 2016 co-located with ASPLOS 2016
Yuhao Zhu
March 24, 2016
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Transcript
1 WAX 2016 The Human Processing Unit (HPU) as a
New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi
Computing Device
Computing Device Problem Image Compression Edge Detection
Computing Device Problem Image Compression Edge Detection Algorithm / Application
JPEG 2000 Sobel
Computing Device Problem Algorithm / Application HPU
Computing Device Problem Algorithm / Application HPU What approximate problems
can be mapped to HPUs?
Computing Device Problem Algorithm / Application HPU What approximate problems
can be mapped to HPUs? How do we program HPUs while ensuring quality?
Computing Device Problem Algorithm / Application What approximate problems can
be mapped to HPUs? How do we program HPUs while ensuring quality?